| Version | Num Layers | Dropout | Optimizer | Batch Size | Epoch | Loss | Accuracy | Loss Graph | Accuracy Graph | Confusion Matrix | ROC Curve |
|---|
| v1 | 1 | 0.2 | adam | 64 | 15 | 1.4923619031906128 | 0.7093750238418579 |  |  |  |  |
| v1 | 1 | 0.2 | adam | 64 | 20 | 1.7242588996887207 | 0.699999988079071 |  |  |  |  |
| v1 | 1 | 0.2 | adam | 128 | 15 | 0.6680286526679993 | 0.6229166388511658 |  |  |  |  |
| v1 | 1 | 0.2 | adam | 128 | 20 | 0.6375365853309631 | 0.71875 |  |  |  |  |
| v1 | 1 | 0.2 | rmsprop | 64 | 15 | 1.066678762435913 | 0.7395833134651184 |  |  |  |  |
| v1 | 1 | 0.2 | rmsprop | 64 | 20 | 1.7715133428573608 | 0.6916666626930237 |  |  |  |  |
| v1 | 1 | 0.2 | rmsprop | 128 | 15 | 1.007116675376892 | 0.7041666507720947 |  |  |  |  |
| v1 | 1 | 0.2 | rmsprop | 128 | 20 | 0.9061881303787231 | 0.7281249761581421 |  |  |  |  |
| v1 | 1 | 0.8 | adam | 64 | 15 | 0.7187424898147583 | 0.7281249761581421 |  |  |  |  |
| v1 | 1 | 0.8 | adam | 64 | 20 | 0.8398884534835815 | 0.753125011920929 |  |  |  |  |
| v1 | 1 | 0.8 | adam | 128 | 15 | 0.5732077360153198 | 0.7479166388511658 |  |  |  |  |
| v1 | 1 | 0.8 | adam | 128 | 20 | 0.7642205357551575 | 0.7593749761581421 |  |  |  |  |
| v1 | 1 | 0.8 | rmsprop | 64 | 15 | 0.6905946135520935 | 0.7395833134651184 |  |  |  |  |
| v1 | 1 | 0.8 | rmsprop | 64 | 20 | 0.825555682182312 | 0.7458333373069763 |  |  |  |  |
| v1 | 1 | 0.8 | rmsprop | 128 | 15 | 0.6033250093460083 | 0.7135416865348816 |  |  |  |  |
| v1 | 1 | 0.8 | rmsprop | 128 | 20 | 0.7273175716400146 | 0.7354166507720947 |  |  |  |  |
| v1 | 2 | 0.2 | adam | 64 | 15 | 1.2339649200439453 | 0.7406250238418579 |  |  |  |  |
| v1 | 2 | 0.2 | adam | 64 | 20 | 1.2561277151107788 | 0.7989583611488342 |  |  |  |  |
| v1 | 2 | 0.2 | adam | 128 | 15 | 0.6129958033561707 | 0.7270833253860474 |  |  |  |  |
| v1 | 2 | 0.2 | adam | 128 | 20 | 0.9201207756996155 | 0.75 |  |  |  |  |
| v1 | 2 | 0.2 | rmsprop | 64 | 15 | 0.9957736134529114 | 0.7906249761581421 |  |  |  |  |
| v1 | 2 | 0.2 | rmsprop | 64 | 20 | 1.1003535985946655 | 0.7749999761581421 |  |  |  |  |
| v1 | 2 | 0.2 | rmsprop | 128 | 15 | 0.7577488422393799 | 0.731249988079071 |  |  |  |  |
| v1 | 2 | 0.2 | rmsprop | 128 | 20 | 0.8297601342201233 | 0.75 |  |  |  |  |
| v1 | 2 | 0.8 | adam | 64 | 15 | 0.40830451250076294 | 0.8322916626930237 |  |  |  |  |
| v1 | 2 | 0.8 | adam | 64 | 20 | 0.47759297490119934 | 0.8354166746139526 |  |  |  |  |
| v1 | 2 | 0.8 | adam | 128 | 15 | 0.45574694871902466 | 0.8031250238418579 |  |  |  |  |
| v1 | 2 | 0.8 | adam | 128 | 20 | 0.42381593585014343 | 0.8270833492279053 |  |  |  |  |
| v1 | 2 | 0.8 | rmsprop | 64 | 15 | 0.5586668848991394 | 0.7614583373069763 |  |  |  |  |
| v1 | 2 | 0.8 | rmsprop | 64 | 20 | 0.6909781694412231 | 0.7895833253860474 |  |  |  |  |
| v1 | 2 | 0.8 | rmsprop | 128 | 15 | 0.5699138045310974 | 0.7166666388511658 |  |  |  |  |
| v1 | 2 | 0.8 | rmsprop | 128 | 20 | 0.5295068621635437 | 0.7510416507720947 |  |  |  |  |